11
2300:Environmental Science(比率: 55 %)
| DOI | タイトル | 著者 | ジャーナル | 発行年 | 科研費成果論文 |
|---|---|---|---|---|---|
| 10.1016/j.jhydrol.2018.04.065 | Developing A Long Short-Term Memory (Lstm) Based Model For Predicting Water Table Depth In Agricultural Areas | Zhang, Jianfeng; Zhu, Yan; Zhang, Xiaoping, 0000-0002-4433-805X; Ye, Ming, 0000-0002-7080-0578; Yang, Jinzhong | Journal Of Hydrology | 2018 | NA |
| 10.1016/j.jhydrol.2018.12.040 | Explore An Evolutionary Recurrent Anfis For Modelling Multi-Step-Ahead Flood Forecasts | Zhou, Yanlai; Guo, Shenglian, 0000-0002-8594-4988; Chang, Fi-John, 0000-0002-1655-8573 | Journal Of Hydrology | 2019 | NA |
| 10.1016/j.jhydrol.2020.124631 | Exploring A Long Short-Term Memory Based Encoder-Decoder Framework For Multi-Step-Ahead Flood Forecasting | Kao, I-Feng; Zhou, Yanlai, 0000-0002-5447-2420; Chang, Li-Chiu; Chang, Fi-John, 0000-0002-1655-8573 | Journal Of Hydrology | 2020 | NA |
| 10.1029/2018wr022643 | A Transdisciplinary Review Of Deep Learning Research And Its Relevance For Water Resources Scientists | Shen, Chaopeng, 0000-0002-0685-1901 | Water Resources Research | 2018 | NA |
| 10.1029/2019wr025326 | Xiang, Zhongrun; Yan, Jun; Demir, Ibrahim | Water Resources Research | 2020 | NA | |
| 10.1029/2019wr026065 | Toward Improved Predictions In Ungauged Basins: Exploiting The Power Of Machine Learning | Kratzert, Frederik, 0000-0002-8897-7689; Klotz, Daniel, 0000-0002-9843-6798; Herrnegger, Mathew; Sampson, Alden K.; Hochreiter, Sepp; Nearing, Grey S., 0000-0001-7031-6770 | Water Resources Research | 2019 | NA |
| 10.3390/w10111543 | Deep Learning With A Long Short-Term Memory Networks Approach For Rainfall-Runoff Simulation | Hu, Caihong; Wu, Qiang; Li, Hui; Jian, Shengqi; Li, Nan; Lou, Zhengzheng | Water | 2018 | NA |
| 10.3390/w11071387 | Application Of Long Short-Term Memory (Lstm) Neural Network For Flood Forecasting | Le; Ho; Lee; Jung | Water | 2019 | NA |
| 10.5194/hess-22-5639-2018 | Hess Opinions: Incubating Deep-Learning-Powered Hydrologic Science Advances As A Community | Shen, Chaopeng; Laloy, Eric; Elshorbagy, Amin, 0000-0002-5740-8029; Albert, Adrian; Bales, Jerad, 0000-0001-8398-6984; Chang, Fi-John; Ganguly, Sangram; Hsu, Kuo-Lin; Kifer, Daniel; Fang, Zheng, 0000-0001-9871-8405; Fang, Kuai; Li, Dongfeng; Li, Xiaodong; Tsai, Wen-Ping | Hydrology And Earth System Sciences | 2018 | NA |
| 10.5194/hess-22-6005-2018 | Rainfall<U+2013>Runoff Modelling Using Long Short-Term Memory (Lstm) Networks | Kratzert, Frederik, 0000-0002-8897-7689; Klotz, Daniel, 0000-0002-9843-6798; Brenner, Claire, 0000-0001-6825-7687; Schulz, Karsten, 0000-0002-6616-2876; Herrnegger, Mathew, 0000-0002-5388-2831 | Hydrology And Earth System Sciences | 2018 | NA |
| 10.5194/hess-23-5089-2019 | Towards Learning Universal, Regional, And Local Hydrological Behaviors Via Machine Learning Applied To Large-Sample Datasets | Kratzert, Frederik, 0000-0002-8897-7689; Klotz, Daniel, 0000-0002-9843-6798; Shalev, Guy; Klambauer, Gunter; Hochreiter, Sepp; Nearing, Grey, 0000-0001-7031-6770 | Hydrology And Earth System Sciences | 2019 | NA |